Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-16 0.136619 0.149385 0.163210 0.179364 0.197807 0.218312 0.242976
2025-03-23 0.114266 0.131712 0.152067 0.177859 0.210094 0.249631 0.302733
2025-03-30 0.097344 0.116239 0.139431 0.170553 0.212127 0.267133 0.347937
2025-04-06 0.085930 0.105364 0.130156 0.164953 0.213996 0.283125 0.392939
2025-04-13 0.077510 0.097071 0.122814 0.160305 0.215597 0.297950 0.438377
2025-04-20 0.073516 0.094030 0.121885 0.164021 0.229196 0.332231 0.522488
2025-04-27 0.070912 0.092509 0.122718 0.170116 0.246969 0.376067 0.635501
2025-05-04 0.068427 0.090849 0.123057 0.175311 0.263850 0.421534 0.766550
2025-05-11 0.065791 0.088697 0.122376 0.178675 0.277972 0.464778 0.908994
2025-05-18 0.062437 0.085197 0.119291 0.177669 0.284081 0.493721 1.029905
2025-05-25 0.058088 0.079901 0.112983 0.170556 0.277889 0.496249 1.084780
2025-06-01 0.054938 0.076233 0.108968 0.166968 0.277852 0.511830 1.182310
2025-06-08 0.052376 0.073396 0.106209 0.165549 0.282345 0.539660 1.334318
2025-06-15 0.050469 0.071479 0.104825 0.166497 0.291881 0.582012 1.561175
2025-06-22 0.047419 0.067571 0.099864 0.160375 0.285779 0.584668 1.650901
2025-06-29 0.044822 0.064254 0.095690 0.155361 0.281416 0.591004 1.761167
2025-07-06 0.042566 0.061374 0.092081 0.151113 0.278192 0.599807 1.890097
2025-07-13 0.041762 0.060818 0.092426 0.154545 0.292798 0.662127 2.319463
2025-07-20 0.041341 0.060863 0.093809 0.160160 0.313483 0.749588 2.996912
2025-07-27 0.040801 0.060668 0.094739 0.164939 0.333051 0.841542 3.872077
2025-08-03 0.040044 0.060058 0.094862 0.168030 0.348940 0.928028 4.913658
2025-08-10 0.038793 0.058532 0.093195 0.167106 0.354078 0.977924 5.781977
2025-08-17 0.036888 0.055791 0.089113 0.160565 0.342982 0.961980 5.960553